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Machine Learning » Integrated Geochemical Interpretation Machine Learning

Machine Learning

Powerful ML tools designed to be used by Geoscientists

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ML

The extinction of machine learning?

A short note by Dan Cornford on the place of machine learning in the geosciences, part of the Art of Science series of technical notes. Please click here to read the full technical note: 

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Dan Cornford

Managing Director​ & Data Scientist

Features

Predict values with quantified uncertainty

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Categorise data and evaluate models with interactive tools

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Group similar samples and build a range of models to compare

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Pre-process data with advanced options

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Benefits

Discover patterns in your data

Gain new insights using advanced machine learning techniques

Build useful models without coding

Use your data to learn models and store these in p:IGI

Understand model limits and uncertainty

Explore a range of models, and visualise the uncertainty in your predictions

Avoid overconfidence

Evaluate predictions critically with guided workflows and diagnostics

Find out more

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